Can 3D vision benefit from a large-scale dataset?
First, as a 3D asset resource, Objaverse can support the exciting field of 3D generative modeling. We use data extracted from Objaverse to train generative models for single and multiple categories using GET3D [1]} and find that we are able to generate high-quality objects and, moreover, that our generated objects are found by human annotators to be more diverse than those generated by a model trained on ShapeNet objects in 91% of cases.
